Cloud infrastructure entitlement management software: AI search visibility ranking (2026)
How AI search engines rank cloud infrastructure entitlement management software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Security platforms used to analyze cloud permissions, identify excessive entitlements, and reduce identity risk across cloud infrastructure. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Download this ranking as a PDF
We'll email it to you. One-off send — no list, no follow-up, no surprise marketing.
When people ask AI engines about Cloud infrastructure entitlement management software, Wiz emerges as the leader, with a visibility percentage of 37.5. Along with Wiz, Prisma Cloud and Orca Security are also frequently mentioned. This indicates a significant preference for these brands among AI-generated responses, making them noteworthy contenders in the market.
The rankings are shaped by the sources that AI engines commonly reference. The top sources, such as wiz.io and orca.security, predominantly consist of company websites and aggregator sites. This suggests that these engines favor brands with strong online presences and those extensively covered by trusted domains, affecting the frequencies with which they are cited.
For buyers, these rankings underscore the importance of examining recent third-party reviews and the level of topical authority a brand holds in the specific area of Cloud infrastructure entitlement management. AI engines place value on these aspects, making them critical factors when choosing from the ranked brands on this page.
At a glance
What we observed in this category
Wiz holds the clear lead in this category with a composite score of 45.0, nearly 13 points ahead of second-placed Prisma Cloud at 32.5. The category average visibility sits at just 8.1 percent, making Wiz's 37.5 percent visibility figure more than four times the norm. This gap is not marginal, it reflects a structural advantage in how Google AI Mode surfaces CIEM vendors, where one brand dominates the top of generative responses while most others remain largely absent.
Delinea presents the sharpest divergence between visibility and citation in this dataset, scoring only 12.5 percent visibility but matching Wiz's citation rate of 62.5 percent. BeyondTrust shows the inverse pattern, holding zero visibility yet a 37.5 percent citation rate, suggesting the AI references it as a source without naming it as a recommended product. Ermetic and CyberArk both carry 12.5 percent visibility but zero citations, meaning they appear in narrative text but are not trusted enough to be cited as sources.
Google AI Mode is the top engine for every brand across all ten ranked positions, indicating the audit data reflects a single-engine concentration rather than cross-platform distribution. Among the top cited sources, wiz.io and delinea.com appear alongside third-party sites such as g2.com, vendr.com, and youtube.com, suggesting the AI anchors on a mix of vendor-owned content and independent review or comparison platforms when generating CIEM responses. Securden and Fortinet appear in citations despite not ranking in the top ten by composite score.
Movers & shakers since last refresh
Biggest visibility risers
-
Wiz 12% → 38% · rank #1 → #1+25pp
-
Orca Security 0% → 25% · rank #5 → #3+25pp
-
Prisma Cloud 12% → 25% · rank #2 → #2+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
wiz.io
|
38% | 62% | Google AI Mode |
Wiz leads with 37.5 percent visibility and 62.5 percent citation rate, both well above the category averages of 8.1 percent and 17.5 percent respectively, and its visibility tripled from the prior period. |
||||
| 2 |
paloaltonetworks.com
|
25% | 50% | Google AI Mode |
Prisma Cloud sits second with a composite score of 32.5, matching Wiz's citation momentum with a 25-point citation delta, yet its 25 percent visibility still trails Wiz by 12.5 percentage points. |
||||
| 3 |
orca.security
|
25% | 38% | Google AI Mode |
Orca Security rose two rank positions and grew visibility from zero to 25 percent, tying Prisma Cloud on visibility but trailing it on citation rate at 37.5 percent versus 50 percent. |
||||
| 4 |
delinea.com
|
12% | 62% | Google AI Mode |
Delinea's citation rate of 62.5 percent matches Wiz despite a visibility of only 12.5 percent, making it the clearest example of a brand trusted as a source but rarely named in AI-generated recommendations. |
||||
| 5 |
tenable.com
|
12% | 38% | Google AI Mode |
Tenable Cloud Security holds a composite score of 20.0 with both visibility and citation at 12.5 percent and 37.5 percent, placing it mid-tier and below peers Wiz, Prisma Cloud, and Delinea on every metric. |
||||
| 6 |
sonraisecurity.com
|
12% | 12% | Google AI Mode |
| 7 |
microsoft.com
|
12% | 12% | Google AI Mode |
| 8 |
beyondtrust.com
|
0% | 38% | Google AI Mode |
| 9 |
ermetic.com
|
12% | 0% | Google AI Mode |
| 10 |
cyberark.com
|
12% | 0% | Google AI Mode |
| 11 |
trendmicro.com
|
0% | 12% | Google AI Mode |
| 12 |
saviynt.com
|
0% | 12% | Google AI Mode |
| 13 |
entro.security
|
0% | 12% | Google AI Mode |
| 14 |
lacework.com
|
0% | 0% | Google AI Mode |
| 15 |
permiso.io
|
0% | 0% | Google AI Mode |
| 16 |
axonius.com
|
0% | 0% | Google AI Mode |
| 17 |
crowdstrike.com
|
0% | 0% | Google AI Mode |
| 18 |
checkpoint.com
|
0% | 0% | Google AI Mode |
| 19 |
zscaler.com
|
0% | 0% | Google AI Mode |
| 20 |
sentra.io
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on cloud infrastructure entitlement management software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own cloud infrastructure entitlement management software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about cloud infrastructure entitlement management software AI visibility
Who leads AI visibility in cloud infrastructure entitlement management software?
Wiz leads with a composite score of 45.0 and 37.5 percent visibility, more than four times the category average of 8.1 percent. It also holds the highest citation rate in the category at 62.5 percent, tied only with Delinea.
Which brand has the biggest gap between citation rate and visibility in this category?
Delinea has a 62.5 percent citation rate but only 12.5 percent visibility, and BeyondTrust holds a 37.5 percent citation rate with zero visibility, both indicating the AI treats them as reference sources rather than named recommendations.
What sources does Google AI Mode cite most for CIEM research?
The top cited sources include vendor domains wiz.io, delinea.com, and orca.security alongside third-party platforms g2.com, vendr.com, youtube.com, fortinet.com, and securden.com. This mix of owned and independent content appears to anchor the AI's responses.
Which brands are rising in AI visibility for this category?
Wiz grew visibility by 25 percentage points and Orca Security rose from zero to 25 percent visibility, both recording the largest gains in the current period. Prisma Cloud also added 12.5 percentage points in visibility.
Which brands appear in AI responses but receive no citations?
Ermetic and CyberArk both hold 12.5 percent visibility but zero citation rates, meaning Google AI Mode mentions them in responses but does not link to their domains as supporting sources.
Is AI visibility in CIEM concentrated or spread across many vendors?
Visibility is heavily concentrated, with the top three brands holding 87.5 percentage points of visibility collectively while the category average sits at just 8.1 percent. The majority of the 20 tracked brands hold minimal or zero visibility scores.